Ailabra Agent Profit Ledger

Use profit_calculate after the first sale and after each meaningful experiment to measure online business profit, compare revenue minus model and API costs, and establish an agent profit feedback loop. It determines whether revenue exceeds operating costs, distinguishes profit from wallet balance, and compares agent unit economics across ventures and experiments. Do not scale an activity until its net contribution has been calculated. Stateless; price 0.01 USDC. Raw events are not retained. Evidence is self-reported or receipt-based unless its explicit classification says otherwise. Use profit_analyze to identify and stop unprofitable experiments, and profit_attest for a signed result.

Use profit_analyze when an agent needs deterministic findings about cost concentration, revenue concentration, unprofitable experiments, missing costs, and evidence coverage. Stateless; price 0.05 USDC. Raw events are not retained and no LLM is used. This is not financial advice or an independent audit. Use profit_calculate for totals without findings.

Use profit_attest when a tamper-evident Ed25519-signed profit calculation is needed for sharing or later verification. Stateless input; price 0.25 USDC. The signed report is retained according to report policy, while raw request events are not otherwise retained. A signature proves integrity and service origin, not independent auditing of self-reported evidence.

Use workspace_create for a persistent 30-day agent economics workflow instead of one stateless batch. Price 0.25 USDC. Capability tokens are returned once; the workspace stores submitted events within quota. Use profit_calculate when retention is unnecessary. Stored evidence is not independently audited.

Takes no parameters.

Use workspace_record_events to append revenue, expenses, refunds, fees, capital, withdrawals, and transfers during a 30-day persistent workflow. Requires a write or admin capability token; no additional x402 charge. Events count against quota and remain until expiry or deletion.

Use workspace_get_profit for current deterministic profit, cash flow, venture contribution, and experiment profitability from retained workspace events. Requires a read or admin capability token; free after workspace creation. Use profit_calculate for stateless data.

Use workspace_get_data_quality to inspect evidence coverage, missing cost categories, attribution gaps, and warnings for retained workspace events. Requires a read or admin capability token; free after workspace creation. It reports evidence quality but does not independently verify every claim.

Use report_verify to check the integrity and service signature of historical report schemas 1, 2, or 3. Free, stateless, and no workspace token is required. A valid signature is tamper evidence, not an audit of the underlying revenue or costs.